Hadoop vs Hive: Key Differences, Use Cases & When to Choose
Hadoop is the entire open-source ecosystem—HDFS for storage, MapReduce for processing, YARN for resource management. Hive is a SQL-like engine that sits on top of Hadoop to query that stored data without writing Java code. Teams often say “we run Hive jobs on Hadoop,” making the two sound interchangeable. In reality, Hadoop is the data…